int_set.h

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 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
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#ifndef TVM_SYM_INT_SET_H_
#define TVM_SYM_INT_SET_H_
 
#include <tvm/ir/expr.h>
#include <tvm/ir/prim/expr.h>
 
#include <unordered_map>
 
namespace tvm {
namespace sym {
 
class AnalyzerObj;
class Analyzer;
 
//-----------------------------------------------
// Integer set data structure.
//
// This is a API build on top of the base
// integer analysis API to provide set analysis.
//------------------------------------------------
enum SignType { kPositive, kNegative, kZero, kUnknown };
 
class IntSetObj : public ffi::Object {
 public:
  TVM_FFI_DECLARE_OBJECT_INFO("ir.IntSet", IntSetObj, ffi::Object);
};
 
class IntSet : public ffi::ObjectRef {
 public:
  ffi::Optional<Range> CoverRange(ffi::Optional<Range> max_range) const;
  PrimExpr min() const;
  PrimExpr max() const;
  SignType GetSignType() const;
  bool IsNothing() const;
  bool IsEverything() const;
  bool IsSinglePoint() const;
  bool CanProveSinglePoint(const Analyzer& ana) const;
  // TODO(tvm-team): update all CanProve to explicitly take
  // analyzer to encourage more analyzer reuse
  bool CanProvePositive() const;
  bool CanProveNegative() const;
  bool CanProveNonPositive() const;
  bool CanProveNonNegative() const;
  bool HasUpperBound() const;
  bool HasLowerBound() const;
 
  PrimExpr PointValue() const;
  bool MatchRange(const tvm::Range& r) const;
  static IntSet Nothing();
  static IntSet Everything();
  static IntSet SinglePoint(PrimExpr point);
  static IntSet Vector(PrimExpr vec);
  static IntSet FromMinExtent(PrimExpr min, PrimExpr extent);
  static IntSet FromRange(tvm::Range r);
  static IntSet Interval(PrimExpr min, PrimExpr max);
 
  TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE(IntSet, ffi::ObjectRef, IntSetObj);
};
 
//-----------------------------------------------
// Integer set legacy API.
//------------------------------------------------
ffi::Map<Var, IntSet> ConvertDomMap(const std::unordered_map<const VarNode*, IntSet>& dom_map);
IntSet EvalSet(PrimExpr e, const ffi::Map<Var, IntSet>& dom_map);
IntSet EvalSet(PrimExpr e, const std::unordered_map<const VarNode*, IntSet>& dom_map);
 
IntSet EvalSet(IntSet s, const std::unordered_map<const VarNode*, IntSet>& dom_map);
IntSet EvalSet(Range r, const std::unordered_map<const VarNode*, IntSet>& dom_map);
ffi::Array<IntSet> EvalSet(const ffi::Array<Range>& region, const ffi::Map<Var, IntSet>& dom_map);
using ExprIntSetMap = std::unordered_map<PrimExpr, IntSet, ffi::ObjectPtrHash, ffi::ObjectPtrEqual>;
ExprIntSetMap EvalSetForEachSubExpr(PrimExpr e,
                                    const std::unordered_map<const VarNode*, IntSet>& dom_map);
 
IntSet Union(const ffi::Array<IntSet>& sets);
 
ffi::Array<IntSet> UnionRegion(const ffi::Array<ffi::Array<IntSet>>& nd_int_sets);
 
IntSet UnionLowerBound(const ffi::Array<IntSet>& sets);
 
ffi::Array<IntSet> UnionRegionLowerBound(const ffi::Array<ffi::Array<IntSet>>& nd_int_sets);
 
IntSet Intersect(const ffi::Array<IntSet>& sets);
 
TVM_TIRX_DLL IntSet Intersect(const IntSet& lhs, const IntSet& rhs, const Analyzer& analyzer);
 
ffi::Map<Var, sym::IntSet> AsIntSet(const ffi::Map<Var, Range>& var_dom);
 
TVM_TIRX_DLL ffi::Optional<ffi::Array<IntSet>> EstimateRegionStrictBound(
    const ffi::Array<Range>& region, const ffi::Map<Var, Range>& var_dom, const PrimExpr& predicate,
    const sym::Analyzer& analyzer);
 
TVM_TIRX_DLL ffi::Optional<ffi::Array<IntSet>> EstimateRegionLowerBound(
    const ffi::Array<Range>& region, const ffi::Map<Var, Range>& var_dom, const PrimExpr& predicate,
    const sym::Analyzer& analyzer);
 
TVM_TIRX_DLL ffi::Array<IntSet> EstimateRegionUpperBound(const ffi::Array<Range>& region,
                                                         const ffi::Map<Var, Range>& var_dom,
                                                         const PrimExpr& predicate,
                                                         const sym::Analyzer& analyzer);
 
}  // namespace sym
}  // namespace tvm
#endif  // TVM_SYM_INT_SET_H_